Design of Video Quality Metrics with Multi-Way Data Analysis / T-Labs Series in Telecommunication Services (PDF)
A data driven approach
(Sprache: Englisch)
This book proposes a data-driven methodology using multi-way data analysis for the design of video-quality metrics. It also enables video- quality metrics to be created using arbitrary features. This data- driven design approach not only requires no...
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This book proposes a data-driven methodology using multi-way data analysis for the design of video-quality metrics. It also enables video- quality metrics to be created using arbitrary features. This data- driven design approach not only requires no detailed knowledge of the human visual system, but also allows a proper consideration of the temporal nature of video using a three-way prediction model, corresponding to the three-way structure of video. Using two simple example metrics, the author demonstrates not only that this purely data- driven approach outperforms state-of-the-art video-quality metrics, which are often optimized for specific properties of the human visual system, but also that multi-way data analysis methods outperform the combination of two-way data analysis methods and temporal pooling.
Bibliographische Angaben
- Autor: Christian Keimel
- 2015, 1st ed. 2016, 240 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 981100269X
- ISBN-13: 9789811002694
- Erscheinungsdatum: 29.12.2015
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- Dateiformat: PDF
- Größe: 5.77 MB
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Sprache:
Englisch
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